Ling Xiang

Fault detection of wind turbine based on SCADA data analysis using CNN and LSTM with attention mechanism

Ling Xiang, Penghe Wang, Xin Yang et al. · Measurement · 2021 · 359 citations

Fault Diagnosis, Engineering, Wind Turbine +6

A novel method based on meta-learning for bearing fault diagnosis with small sample learning under different working conditions

Hao Su, Ling Xiang, Aijun Hu et al. · Mechanical Systems and Signal Processing · 2022 · 252 citations

Fault Diagnosis, Engineering, Machine Learning +11

Condition monitoring and anomaly detection of wind turbine based on cascaded and bidirectional deep learning networks

Ling Xiang, Xin Yang, Aijun Hu et al. · Applied Energy · 2021 · 214 citations

Fault Diagnosis, Condition Monitoring, Anomaly Detection +9

Ultra-short term wind power prediction applying a novel model named SATCN-LSTM

Ling Xiang, Jianing Liu, Xin Yang et al. · Energy Conversion and Management · 2021 · 144 citations

Engineering, Wind Power Generation, Data Science +7

A time-frequency spectral amplitude modulation method and its applications in rolling bearing fault diagnosis

Zuhua Jiang, Kun Zhang, Ling Xiang et al. · Mechanical Systems and Signal Processing · 2022 · 135 citations

Fault Diagnosis, Condition Monitoring, Engineering +7